High performance lattice regression on FPGAs via a high level hardware description language.
Nathan ZhangMatthew FeldmanKunle OlukotunPublished in: FPT (2021)
Keyphrases
- field programmable gate array
- hardware description language
- high level
- hardware design
- low level
- programmable logic
- regression model
- embedded systems
- integrated circuit
- parallel computing
- hardware implementation
- image processing algorithms
- computing systems
- programming language
- low level features
- model selection
- higher level
- lower level
- support vector regression
- regression analysis
- hardware designs
- linear regression
- regression problems
- image processing
- lattice structure
- general purpose
- parallel architectures
- regression algorithm
- partial least squares
- object oriented
- data analysis
- gaussian processes